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cs.CL2022
PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models
Yupeng Zhang, Hongzhi Zhang, Sirui Wang +2
A wide range of NLP tasks benefit from the fine-tuning of pretrained language models (PLMs). However, a number of redundant parameters which contribute less to the downstream task…
cs.CL2018★ 12 cited
An Attention-Based Word-Level Interaction Model: Relation Detection for Knowledge Base Question Answering
Hongzhi Zhang, Guandong Xu, Xiao Liang +2
Relation detection plays a crucial role in Knowledge Base Question Answering (KBQA) because of the high variance of relation expression in the question. Traditional deep learning m…